Identification and Selection of Flow Features for Accurate Traffic Classification in SDN.
Anderson Santos da SilvaCristian Cleder MachadoRodolfo Vebber BisolLisandro Zambenedetti GranvilleAlberto E. Schaeffer FilhoPublished in: NCA (2015)
Keyphrases
- feature vectors
- feature extraction
- classification accuracy
- classification method
- feature set
- classification process
- feature space
- classification models
- support vector machine svm
- class labels
- selecting features
- eeg signals
- extracted features
- svm classifier
- feature subset
- automatic classification
- benchmark datasets
- extracting features
- feature analysis
- feature extraction and classification
- features extraction
- feature construction
- discriminative features
- feature values
- support vector machine
- image classification
- machine learning
- feature selection algorithms
- selection algorithm
- classification scheme
- decision trees
- network traffic
- classification algorithm
- feature weights
- face recognition
- decision tree classifiers
- highly discriminative
- binary features
- accurate classification
- feature representation
- training data
- low level
- high dimensionality
- training samples